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Algorithms for nonnegative matrix factorization with the beta-divergence

8 October 2010

Papers citing "Algorithms for nonnegative matrix factorization with the beta-divergence"

50 / 132 papers shown

Title
Sketching Merge Trees for Scientific Data Visualization Mingzhe Li Sourabh Palande Lin Yan Bei Wang 62 8 0 08 Jan 2021
Multiplicative Updates for NMF with $β$ -Divergences under Disjoint Equality Constraints Valentin Leplat Nicolas Gillis Jérôme Idier 52 11 0 30 Oct 2020
Algorithms for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence L. Hien Nicolas Gillis 79 59 0 05 Oct 2020
Deep matrix factorizations Pierre De Handschutter Nicolas Gillis Xavier Siebert BDL 128 47 0 01 Oct 2020
Rank-one partitioning: formalization, illustrative examples, and a new cluster enhancing strategy Charlotte Laclau F. Iutzeler I. Redko 11 0 0 01 Sep 2020
Prediction of Cancer Microarray and DNA Methylation Data using Non-negative Matrix Factorization Parth Patel K. Passi Chakresh Kumar Jain 12 0 0 15 Jul 2020
Multi-Resolution Beta-Divergence NMF for Blind Spectral Unmixing Valentin Leplat Nicolas Gillis Cédric Févotte 38 13 0 08 Jul 2020
Noise-Robust Adaptation Control for Supervised Acoustic System Identification Exploiting A Noise Dictionary Thomas Haubner Andreas Brendel Mohamed Elminshawi Walter Kellermann 71 11 0 03 Jul 2020
A Speech Enhancement Algorithm based on Non-negative Hidden Markov Model and Kullback-Leibler Divergence Yang Xiang Liming Shi Jesper Lisby Højvang M. Rasmussen M. G. Christensen 18 1 0 30 Jun 2020
A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization Louis Filstroff Olivier Gouvert Cédric Févotte Olivier Cappé 29 0 0 23 Jun 2020
Using Stable Matching to Optimize the Balance between Accuracy and Diversity in Recommendation Farzad Eskandanian B. Mobasher 18 20 0 05 Jun 2020
Ordinal Non-negative Matrix Factorization for Recommendation Olivier Gouvert Thomas Oberlin Cédric Févotte 75 17 0 01 Jun 2020
Station-to-User Transfer Learning: Towards Explainable User Clustering Through Latent Trip Signatures Using Tidal-Regularized Non-Negative Matrix Factorization Liming Zhang Andreas Zufle Dieter Pfoser 14 2 0 27 Apr 2020
Supervised Quantile Normalization for Low-rank Matrix Approximation Marco Cuturi O. Teboul Jonathan Niles-Weed Jean-Philippe Vert 44 3 0 08 Feb 2020
Online Spectrogram Inversion for Low-Latency Audio Source Separation P. Magron Tuomas Virtanen 57 12 0 08 Nov 2019
End-to-end Non-Negative Autoencoders for Sound Source Separation Shrikant Venkataramani Efthymios Tzinis Paris Smaragdis 80 5 0 31 Oct 2019
A Recurrent Variational Autoencoder for Speech Enhancement Simon Leglaive Xavier Alameda-Pineda Laurent Girin Radu Horaud DRL 140 79 0 24 Oct 2019
Probabilistic sequential matrix factorization Ömer Deniz Akyildiz Gerrit J. J. van den Burg Theodoros Damoulas M. Steel 53 2 0 09 Oct 2019
A Flexible Framework for Anomaly Detection via Dimensionality Reduction A. V. Sadr Bruce A. Bassett M. Kunz 25 15 0 09 Sep 2019
Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoders M. Sadeghi Simon Leglaive Xavier Alameda-Pineda Laurent Girin Radu Horaud DiffM 108 66 0 07 Aug 2019
Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation A. Hassaine D. Canoy J. R. A. Solares Yajie Zhu Shishir Rao Yikuan Li Mariagrazia Zottoli K. Rahimi G. Salimi-Khorshidi 49 28 0 19 Jul 2019
Blind Audio Source Separation with Minimum-Volume Beta-Divergence NMF Valentin Leplat Nicolas Gillis A. Ang 64 54 0 04 Jul 2019
Adversarial Learning for Improved Onsets and Frames Music Transcription Jong Wook Kim J. P. Bello 163 49 0 20 Jun 2019
Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization Shuai Wang Tsung-Hui Chang Ying Cui J. Pang 109 32 0 03 Jun 2019
Scale Invariant Power Iteration Cheolmin Kim Youngseok Kim Diego Klabjan 63 3 0 23 May 2019
Recommendation from Raw Data with Adaptive Compound Poisson Factorization Olivier Gouvert Thomas Oberlin Cédric Févotte 44 12 0 20 May 2019
Non-negative matrix factorization based on generalized dual divergence K. Devarajan 18 0 0 16 May 2019
Power of the Few: Analyzing the Impact of Influential Users in Collaborative Recommender Systems Farzad Eskandanian Nasim Sonboli B. Mobasher TDI 15 12 0 14 May 2019
Unsupervised Low Latency Speech Enhancement with RT-GCC-NMF Sean U. N. Wood Jean Rouat 33 18 0 05 Apr 2019
Multi-modal Blind Source Separation with Microphones and Blinkies Robin Scheibler Nobutaka Ono 18 6 0 04 Apr 2019
Decomposing Temperature Time Series with Non-Negative Matrix Factorization P. Weiderer A. Tomé E. Lang AI4CE 16 4 0 03 Apr 2019
A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments Rui Xia Vincent Y. F. Tan Louis Filstroff Cédric Févotte 25 1 0 15 Mar 2019
Bayesian Allocation Model: Inference by Sequential Monte Carlo for Nonnegative Tensor Factorizations and Topic Models using Polya Urns A. Cemgil M. Burak Kurutmaz S. Yıldırım Melih Barsbey Umut Simsekli 77 6 0 11 Mar 2019
Capuchin: Causal Database Repair for Algorithmic Fairness Babak Salimi Luke Rodriguez Bill Howe Dan Suciu FaML CML 166 30 0 21 Feb 2019
Speech enhancement with variational autoencoders and alpha-stable distributions Simon Leglaive Umut Simsekli Antoine Liutkus Laurent Girin Radu Horaud DRL 55 36 0 08 Feb 2019
Matrix Cofactorization for Joint Representation Learning and Supervised Classification -- Application to Hyperspectral Image Analysis A. Lagrange M. Fauvel S. May J. Bioucas-Dias N. Dobigeon 33 2 0 07 Feb 2019
A variance modeling framework based on variational autoencoders for speech enhancement Simon Leglaive Laurent Girin Radu Horaud DRL 71 91 0 05 Feb 2019
Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization Nicolas Gillis L. Hien Valentin Leplat Vincent Y. F. Tan OOD 53 13 0 30 Jan 2019
Bayesian Mean-parameterized Nonnegative Binary Matrix Factorization Alberto Lumbreras Louis Filstroff Cédric Févotte 68 15 0 17 Dec 2018
A Quasi-Newton algorithm on the orthogonal manifold for NMF with transform learning Bo Dai Dylan Fagot Arthur Gretton Dale Schuurmans Cédric Févotte 33 6 0 06 Nov 2018
Exact multiplicative updates for convolutional $β$ -NMF in 2D Pedro J. Villasana T. V. Manna 13 1 0 05 Nov 2018
STFT spectral loss for training a neural speech waveform model Shinji Takaki Toru Nakashika Xin Wang Junichi Yamagishi 75 21 0 29 Oct 2018
Switching divergences for spectral learning in blind speech dereverberation F. Ibarrola L. D. Persia Rubén D. Spies 17 3 0 19 Sep 2018
Generalized Canonical Polyadic Tensor Decomposition David Hong T. Kolda J. Duersch 85 125 0 22 Aug 2018
A Survey on Surrogate Approaches to Non-negative Matrix Factorization Pascal Fernsel Peter Maass 22 5 0 06 Aug 2018
Semi-blind source separation with multichannel variational autoencoder Hirokazu Kameoka Li Li S. Inoue S. Makino BDL 54 30 0 02 Aug 2018
Factor analysis of dynamic PET images: beyond Gaussian noise Y. C. Cavalcanti Thomas Oberlin N. Dobigeon Cédric Févotte S. Stute M. Ribeiro C. Tauber 33 10 0 30 Jul 2018
Parallel and Distributed Successive Convex Approximation Methods for Big-Data Optimization G. Scutari Ying Sun 103 64 0 17 May 2018
Accelerating Nonnegative Matrix Factorization Algorithms using Extrapolation A. Ang Nicolas Gillis 69 45 0 17 May 2018
Alpha-Beta Divergence For Variational Inference Jean-Baptiste Regli Ricardo M. A. Silva BDL 145 24 0 02 May 2018